{"id":"W3144906648","doi":"10.31219/osf.io/mp5na","title":"Epistemic Contextualism: An Idle Hypothesis","year":2020,"lang":"en","type":"article","venue":"","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Ministero dello Sviluppo Economico; Ontario Ministry of Economic Development and Innovation","keywords":"Contextualism; Epistemology; Context (archaeology); Set (abstract data type); Psychology; Test (biology); Philosophy; Linguistics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01853613,0.0005881063,0.001138739,0.001938171,0.002996187,0.005917725,0.002266121,0.00418003,0.00995434],"category_scores_gemma":[0.04906358,0.0006911356,0.001015024,0.001178575,0.04476468,0.02255743,0.009277761,0.005654083,0.0008364597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356811,"about_ca_system_score_gemma":0.002176255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159314,"about_ca_topic_score_gemma":0.0006156012,"domain_scores_codex":[0.9823754,0.009694614,0.0008568197,0.003228829,0.002743259,0.00110107],"domain_scores_gemma":[0.9319853,0.05061562,0.003494481,0.00944204,0.003043438,0.001419255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008350686,0.00002746263,0.000693486,0.000085281,0.00001255191,0.0001243803,0.002650596,0.0001892319,0.0003018345,0.9913473,0.0006014822,0.00388295],"study_design_scores_gemma":[0.00005029574,0.00002751462,0.0007165475,0.00006075197,0.00001628742,0.00009865984,0.001181311,0.0009716019,0.0004196305,0.9919347,0.00450596,0.0000167602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3537014,0.003333636,0.2300887,0.09721459,0.0008211893,0.0003167739,0.0005454331,0.0005088647,0.3134694],"genre_scores_gemma":[0.9893072,0.0002996422,0.007184271,0.001387169,0.0002314921,0.0001120217,0.00006983663,0.00004832273,0.001359878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853613,"threshold_uncertainty_score":0.09802955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2490763122782436,"score_gpt":0.2744381942476353,"score_spread":0.02536188196939171,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}